Generalizable Mixed-Precision Quantization via Attribution Rank Preservation. - Ziwei Wang 001; Han Xiao 010; Jiwen Lu; Jie Zhou 001 (ICCV, 2021)

Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search. - Han Xiao 010; Ziwei Wang 001; Zheng Zhu; Jie Zhou 001; Jiwen Lu (CVPR, 2022)

Token-Label Alignment for Vision Transformers. - Han Xiao 010; Wenzhao Zheng; Zheng Zhu; Jie Zhou 001; Jiwen Lu (ICCV, 2023)

ImageBind-LLM: Multi-modality Instruction Tuning. - Jiaming Han; Renrui Zhang; Wenqi Shao; Peng Gao 007; Peng Xu; Han Xiao 010; Kaipeng Zhang; Chris Liu; Song Wen 006; Ziyu Guo; Xudong Lu; Shuai Ren; et al. (CoRR, 2023)

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models. - Ziyi Lin; Chris Liu; Renrui Zhang; Peng Gao 007; Longtian Qiu; Han Xiao 010; Han Qiu 010; Chen Lin; Wenqi Shao; Keqin Chen; Jiaming Han; Siyuan Huang 004; et al. (CoRR, 2023)

Learning Deep Binary Descriptors via Bitwise Interaction Mining. - Ziwei Wang 001; Han Xiao 010; Yueqi Duan; Jie Zhou 001; Jiwen Lu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning Accurate Performance Predictors for Ultrafast Automated Model Compression. - Ziwei Wang 001; Jiwen Lu; Han Xiao 010; Shengyu Liu; Jie Zhou 001 (Int. J. Comput. Vis., 2023)

No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation. - Xiangyang Zhu; Renrui Zhang; Bowei He; Ziyu Guo; Jiaming Liu 003; Han Xiao 010; Chaoyou Fu; Hao Dong 003; Peng Gao 007 (CVPR, 2024)

SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models. - Ziyi Lin; Dongyang Liu; Renrui Zhang; Peng Gao 007; Longtian Qiu; Han Xiao 010; Han Qiu 010; Wenqi Shao; Keqin Chen; Jiaming Han; Siyuan Huang 004; Yichi Zhang; et al. (ECCV (62), 2024)

SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding. - Han Xiao 010; Wenzhao Zheng; Sicheng Zuo; Peng Gao 007; Jie Zhou 001; Jiwen Lu (ECCV (13), 2024)

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning. - Hao Shao; Shengju Qian; Han Xiao 010; Guanglu Song; Zhuofan Zong; Letian Wang; Yu Liu 015; Hongsheng Li 001 (NeurIPS, 2024)

Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Xiangyang Zhu; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (NeurIPS, 2024)

Visual CoT: Unleashing Chain-of-Thought Reasoning in Multi-Modal Language Models. - Hao Shao; Shengju Qian; Han Xiao 010; Guanglu Song; Zhuofan Zong; Letian Wang; Yu Liu 015; Hongsheng Li 001 (CoRR, 2024)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Lirui Zhao; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (CoRR, 2024)

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents. - Yuxiang Chai; Siyuan Huang 004; Yazhe Niu; Han Xiao 010; Liang Liu; Dingyu Zhang; Peng Gao 007; Shuai Ren; Hongsheng Li 001 (CoRR, 2024)

CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection. - Guankun Wang; Han Xiao 010; Huxin Gao; Renrui Zhang; Long Bai 008; Xiaoxiao Yang; Zhen Li 026; Hongsheng Li 001; Hongliang Ren 001 (CoRR, 2024)

Learning Generalizable Mixed-Precision Quantization via Attribution Imitation. - Ziwei Wang 001; Han Xiao 010; Jie Zhou 001; Jiwen Lu (Int. J. Comput. Vis., 2024)

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning. - Ke Wang 036; Junting Pan; Linda Wei; Aojun Zhou; Weikang Shi; Zimu Lu; Han Xiao 010; Yunqiao Yang; Houxing Ren; Mingjie Zhan; Hongsheng Li 001 (ACL (Findings), 2025)

AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents. - Yuxiang Chai; Siyuan Huang 004; Yazhe Niu; Han Xiao 010; Liang Liu; Guozhi Wang; Dingyu Zhang; Shuai Ren; Hongsheng Li 001 (ACL (Findings), 2025)

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding. - Han Xiao 010; Yina Xie; Guanxin Tan; Yinghao Chen; Rui Hu; Ke Wang 036; Aojun Zhou; Hao Li 069; Hao Shao; Xudong Lu; Peng Gao 007; Yafei Wen; et al. (CVPR, 2025)

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices. - Xudong Lu; Yinghao Chen; Cheng Chen; Hui Tan; Boheng Chen; Yina Xie; Rui Hu; Guanxin Tan; Renshou Wu; Yan Hu; Yi Zeng; Lei Wu; et al. (CVPR, 2025)

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects. - Guangyi Liu; Pengxiang Zhao; Liang Liu; Yaxuan Guo; Han Xiao 010; Weifeng Lin; Yuxiang Chai; Yue Han; Shuai Ren; Hao Wang; Xiaoyu Liang; Wenhao Wang; et al. (CoRR, 2025)

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch. - Zimu Lu; Yunqiao Yang; Houxing Ren; Haotian Hou; Han Xiao 010; Ke Wang 036; Weikang Shi; Aojun Zhou; Mingjie Zhan; Hongsheng Li 001 (CoRR, 2025)

UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents. - Han Xiao 010; Guozhi Wang; Yuxiang Chai; Zimu Lu; Weifeng Lin; Hao He; Lue Fan; Liuyang Bian; Rui Hu; Liang Liu; Shuai Ren; Yafei Wen; et al. (CoRR, 2025)

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction. - Sicheng Zuo; Wenzhao Zheng; Han Xiao 010; Longchao Yang; Yong Pan; Jiwen Lu (CoRR, 2025)